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ORCIDAaron J. Elmore
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- affiliation: University of Chicago, IL, USA
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2020 – today
- 2024
[c42]Rui Liu, Jun Hyuk Chang, Riki Otaki, Zhe Heng Eng, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan:
Towards Resource-adaptive Query Execution in Cloud Native Databases. CIDR 2024- [c41]Chunwei Liu, John Paparrizos, Aaron J. Elmore:
AdaEdge: A Dynamic Compression Selection Framework for Resource Constrained Devices. ICDE 2024: 1506-1519 - [c40]Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan:
Riveter: Adaptive Query Suspension and Resumption Framework for Cloud Native Databases. ICDE 2024: 3975-3988 - 2023
- [j28]John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin:
Querying Time-Series Data: A Comprehensive Comparison of Distance Measures. IEEE Data Eng. Bull. 46(3): 69-88 (2023) - [j27]John Paparrizos
, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin:
Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. Proc. VLDB Endow. 16(8): 2019-2032 (2023) - [j26]Raul Castro Fernandez, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan, Chenhao Tan:
How Large Language Models Will Disrupt Data Management. Proc. VLDB Endow. 16(11): 3302-3309 (2023) - [j25]Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete:
Front Matter. Proc. VLDB Endow. 16(12) (2023) - [c39]Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan:
Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics. ICDE 2023: 2140-2153 - [i18]Siyuan Xia, Zhiru Zhu, Chris Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez:
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. CoRR abs/2305.03842 (2023) - 2022
- [j24]John Paparrizos, Paul Boniol, Themis Palpanas, Ruey Tsay, Aaron J. Elmore, Michael J. Franklin:
Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection. Proc. VLDB Endow. 15(11): 2774-2787 (2022) - [j23]Siyuan Xia, Zhiru Zhu, Chris Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez:
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. Proc. VLDB Endow. 15(11): 3172-3185 (2022) - [j22]Paul Boniol, John Paparrizos, Yuhao Kang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin:
Theseus: Navigating the Labyrinth of Time-Series Anomaly Detection. Proc. VLDB Endow. 15(12): 3702-3705 (2022) - [c38]Mohammed Suhail Rehman, Aaron J. Elmore:
FuzzyData: A Scalable Workload Generator for Testing Dataframe Workflow Systems. DBTest@SIGMOD 2022: 17-24 - [c37]John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin:
Fast Adaptive Similarity Search through Variance-Aware Quantization. ICDE 2022: 2969-2983 - [c36]Will Brackenbury, Kyle Chard, Aaron J. Elmore, Blase Ur:
Summarizing Sets of Related ML-Driven Recommendations for Improving File Management in Cloud Storage. UIST 2022: 95:1-95:11 - 2021
- [j21]Chunwei Liu, Hao Jiang, John Paparrizos, Aaron J. Elmore:
Decomposed Bounded Floats for Fast Compression and Queries. Proc. VLDB Endow. 14(11): 2586-2598 (2021) - [j20]Mohammed Suhail Rehman, Silu Huang, Aaron J. Elmore:
A Demonstration of Relic: A System for REtrospective Lineage InferenCe of Data Workflows. Proc. VLDB Endow. 14(12): 2795-2798 (2021) - [c35]John Paparrizos, Chunwei Liu, Bruno Barbarioli, Johnny Hwang, Ikraduya Edian, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan:
VergeDB: A Database for IoT Analytics on Edge Devices. CIDR 2021 - [c34]Nalin Ranjan, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore:
Version Reconciliation for Collaborative Databases. SoCC 2021: 473-488 - [c33]Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan:
CIAO: An Optimization Framework for Client-Assisted Data Loading. ICDE 2021: 1979-1984 - [c32]Will Brackenbury, Galen Harrison, Kyle Chard, Aaron J. Elmore, Blase Ur:
Files of a Feather Flock Together? Measuring and Modeling How Users Perceive File Similarity in Cloud Storage. SIGIR 2021: 787-797 - [c31]Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin:
Understanding and optimizing packed neural network training for hyper-parameter tuning. DEEM@SIGMOD 2021: 3:1-3:11 - [c30]Hao Jiang, Chunwei Liu, John Paparrizos, Andrew A. Chien, Jihong Ma, Aaron J. Elmore:
Good to the Last Bit: Data-Driven Encoding with CodecDB. SIGMOD Conference 2021: 843-856 - [c29]Dixin Tang, Zechao Shang, William W. Ma, Aaron J. Elmore, Sanjay Krishnan:
Resource-efficient Shared Query Execution via Exploiting Time Slackness. SIGMOD Conference 2021: 1797-1810 - [c28]Will Brackenbury, Andrew M. McNutt, Kyle Chard, Aaron J. Elmore, Blase Ur:
KondoCloud: Improving Information Management in Cloud Storage via Recommendations Based on File Similarity. UIST 2021: 69-83 - [i17]Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan:
CIAO: An Optimization Framework for Client-Assisted Data Loading. CoRR abs/2102.11793 (2021) - [i16]Nalin Ranjan, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan:
Version Reconciliation for Collaborative Databases. CoRR abs/2110.01778 (2021) - 2020
- [j19]Hao Jiang, Chunwei Liu, Qi Jin, John Paparrizos, Aaron J. Elmore:
PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage. Proc. VLDB Endow. 13(6): 925-938 (2020) - [j18]Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin:
CrocodileDB in Action: Resource-Efficient Query Execution by Exploiting Time Slackness. Proc. VLDB Endow. 13(12): 2937-2940 (2020) - [j17]Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran:
$\varvec{\textsc {Orpheus}}$DB: bolt-on versioning for relational databases (extended version). VLDB J. 29(1): 509-538 (2020) - [c27]Zechao Shang, Xi Liang, Dixin Tang, Cong Ding, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin:
CrocodileDB: Efficient Database Execution through Intelligent Deferment. CIDR 2020 - [c26]Xi Liang, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin:
Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. SIGMOD Conference 2020: 285-295 - [c25]Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin:
Thrifty Query Execution via Incrementability. SIGMOD Conference 2020: 1241-1256 - [c24]John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin:
Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures. SIGMOD Conference 2020: 1887-1905 - [i15]Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin:
Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning. CoRR abs/2002.02885 (2020) - [i14]Xi Liang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin:
Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. CoRR abs/2004.04139 (2020) - [i13]Raul Castro Fernandez, Kyle Chard, Ben Blaiszik, Sanjay Krishnan, Aaron J. Elmore, Ziad Obermeyer, Josh Risley, Sendhil Mullainathan, Michael J. Franklin, Ian T. Foster:
The Data Station: Combining Data, Compute, and Market Forces. CoRR abs/2009.00035 (2020)
2010 – 2019
- 2019
- [j16]Yu-Shan Lin, Shao-Kan Pi, Meng-Kai Liao, Ching Tsai, Aaron J. Elmore, Shan-Hung Wu:
MgCrab: Transaction Crabbing for Live Migration in Deterministic Database Systems. Proc. VLDB Endow. 12(5): 597-610 (2019) - [j15]Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin:
Intermittent Query Processing. Proc. VLDB Endow. 12(11): 1427-1441 (2019) - [j14]Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin, John Paparrizos, Zechao Shang, Adam Dziedzic, Rui Liu:
Artificial Intelligence in Resource-Constrained and Shared Environments. ACM SIGOPS Oper. Syst. Rev. 53(1): 1-6 (2019) - [c23]Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore:
DeepLens: Towards a Visual Data Management System. CIDR 2019 - [c22]Chunwei Liu, McKade Umbenhower, Hao Jiang, Pranav Subramaniam, Jihong Ma, Aaron J. Elmore:
Mostly Order Preserving Dictionaries. ICDE 2019: 1214-1225 - [c21]Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin:
Band-limited Training and Inference for Convolutional Neural Networks. ICML 2019: 1745-1754 - [p1]Tim Mattson, Jennie Rogers, Aaron J. Elmore:
The BigDAWG polystore system. Making Databases Work 2019: 279-289 - [i12]Xi Liang, Aaron J. Elmore, Sanjay Krishnan:
Opportunistic View Materialization with Deep Reinforcement Learning. CoRR abs/1903.01363 (2019) - [i11]Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin:
Band-limited Training and Inference for Convolutional Neural Networks. CoRR abs/1911.09287 (2019) - 2018
- [j13]Zechao Shang, Will Brackenbury, Aaron J. Elmore, Michael J. Franklin:
CYADB: A Database that Covers Your Ask. Proc. VLDB Endow. 11(12): 2038-2041 (2018) - [c20]Hao Jiang, Aaron J. Elmore:
Boosting data filtering on columnar encoding with SIMD. DaMoN 2018: 6:1-6:10 - [c19]Will Brackenbury, Rui Liu, Mainack Mondal, Aaron J. Elmore, Blase Ur, Kyle Chard, Michael J. Franklin:
Draining the Data Swamp: A Similarity-based Approach. HILDA@SIGMOD 2018: 13:1-13:7 - [c18]Zechao Shang, Jeffrey Xu Yu, Aaron J. Elmore:
RushMon: Real-time Isolation Anomalies Monitoring. SIGMOD Conference 2018: 647-662 - [c17]Günce Su Yilmaz, Tana Wattanawaroon, Liqi Xu, Abhishek Nigam, Aaron J. Elmore, Aditya G. Parameswaran:
DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis. SIGMOD Conference 2018: 1769-1772 - [c16]Dixin Tang, Aaron J. Elmore:
Toward Coordination-free and Reconfigurable Mixed Concurrency Control. USENIX ATC 2018: 809-822 - [r3]Aaron J. Elmore:
Data Migration Management. Encyclopedia of Database Systems (2nd ed.) 2018 - [r2]Aaron J. Elmore:
Elasticity. Encyclopedia of Database Systems (2nd ed.) 2018 - [r1]Aaron J. Elmore:
Multitenancy. Encyclopedia of Database Systems (2nd ed.) 2018 - [i10]Luann Jung, Brendan Whitaker, Kyle Chard, Aaron J. Elmore:
Measuring Swampiness: Quantifying Chaos in Large Heterogeneous Data Repositories. CoRR abs/1810.05784 (2018) - [i9]Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore:
DeepLens: Towards a Visual Data Management System. CoRR abs/1812.07607 (2018) - 2017
- [j12]Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran:
OrpheusDB: Bolt-on Versioning for Relational Databases. Proc. VLDB Endow. 10(10): 1130-1141 (2017) - [c15]Dixin Tang, Hao Jiang, Aaron J. Elmore:
Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All. CIDR 2017 - [c14]Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge-Arnulfo Quiané-Ruiz, Aaron J. Elmore:
A robust partitioning scheme for ad-hoc query workloads. SoCC 2017: 229-241 - [c13]Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker:
BigDAWG version 0.1. HPEC 2017: 1-7 - [c12]Yuanwei Fang, Chen Zou, Aaron J. Elmore, Andrew A. Chien:
UDP: a programmable accelerator for extract-transform-load workloads and more. MICRO 2017: 55-68 - [c11]Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran:
OrpheusDB: A Lightweight Approach to Relational Dataset Versioning. SIGMOD Conference 2017: 1655-1658 - [i8]Kyle O'Brien, Vijay Gadepally, Jennie Duggan, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Zuohao She, Michael Stonebraker:
BigDAWG Polystore Release and Demonstration. CoRR abs/1701.05799 (2017) - [i7]Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran:
OrpheusDB: Bolt-on Versioning for Relational Databases. CoRR abs/1703.02475 (2017) - [i6]Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker:
Version 0.1 of the BigDAWG Polystore System. CoRR abs/1707.00721 (2017) - 2016
- [j11]Michael Maddox, David Goehring, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran, Amol Deshpande:
Decibel: The Relational Dataset Branching System. Proc. VLDB Endow. 9(9): 624-635 (2016) - [j10]Marco Serafini, Rebecca Taft, Aaron J. Elmore, Andrew Pavlo, Ashraf Aboulnaga, Michael Stonebraker:
Clay: Fine-Grained Adaptive Partitioning for General Database Schemas. Proc. VLDB Endow. 10(4): 445-456 (2016) - [c10]Rebecca Taft, Willis Lang, Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, David J. DeWitt:
STeP: Scalable Tenant Placement for Managing Database-as-a-Service Deployments. SoCC 2016: 388-400 - [c9]Adam Dziedzic, Aaron J. Elmore, Michael Stonebraker:
Data transformation and migration in polystores. HPEC 2016: 1-6 - [c8]Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker:
The BigDAWG polystore system and architecture. HPEC 2016: 1-6 - [c7]John Meehan, Stan Zdonik, Shaobo Tian, Yulong Tian, Nesime Tatbul, Adam Dziedzic, Aaron J. Elmore:
Integrating real-time and batch processing in a polystore. HPEC 2016: 1-7 - [i5]Vijay Gadepally, Jennie Duggan, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker:
The BigDAWG Architecture. CoRR abs/1602.08791 (2016) - [i4]Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker:
The BigDAWG Polystore System and Architecture. CoRR abs/1609.07548 (2016) - 2015
- [j9]Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik:
A Demonstration of the BigDAWG Polystore System. Proc. VLDB Endow. 8(12): 1908-1911 (2015) - [j8]Anant P. Bhardwaj, Amol Deshpande, Aaron J. Elmore, David R. Karger, Sam Madden, Aditya G. Parameswaran, Harihar Subramanyam, Eugene Wu, Rebecca Zhang:
Collaborative Data Analytics with DataHub. Proc. VLDB Endow. 8(12): 1916-1919 (2015) - [j7]Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik:
The BigDAWG Polystore System. SIGMOD Rec. 44(2): 11-16 (2015) - [c6]Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran:
DataHub: Collaborative Data Science & Dataset Version Management at Scale. CIDR 2015 - [c5]Aaron J. Elmore, Vaibhav Arora, Rebecca Taft, Andrew Pavlo, Divyakant Agrawal, Amr El Abbadi:
Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases. SIGMOD Conference 2015: 299-313 - [c4]Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran:
Towards a Unified Query Language for Provenance and Versioning. TaPP 2015 - [i3]Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran:
Towards a unified query language for provenance and versioning. CoRR abs/1506.04815 (2015) - 2014
- [j6]Rebecca Taft, Essam Mansour, Marco Serafini, Jennie Duggan, Aaron J. Elmore, Ashraf Aboulnaga, Andrew Pavlo, Michael Stonebraker:
E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing. Proc. VLDB Endow. 8(3): 245-256 (2014) - [i2]Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran:
DataHub: Collaborative Data Science & Dataset Version Management at Scale. CoRR abs/1409.0798 (2014) - 2013
- [j5]Aaron J. Elmore, Carlo Curino, Divyakant Agrawal, Amr El Abbadi:
Towards Database Virtualization for Database as a Service. Proc. VLDB Endow. 6(11): 1194-1195 (2013) - [c3]Aaron J. Elmore, Sudipto Das, Alexander Pucher, Divyakant Agrawal, Amr El Abbadi, Xifeng Yan:
Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs. SIGMOD Conference 2013: 517-528 - 2012
- [j4]Divyakant Agrawal, Amr El Abbadi, Beng Chin Ooi, Sudipto Das, Aaron J. Elmore:
The evolving landscape of data management in the cloud. Int. J. Comput. Sci. Eng. 7(1): 2-16 (2012) - [j3]Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi:
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. Proc. VLDB Endow. 5(11): 1459-1470 (2012) - [j2]Aaron J. Elmore, Sudipto Das, Divyakant Agrawal, Amr El Abbadi:
InfoPuzzle: Exploring Group Decision Making in Mobile Peer-to-Peer Databases. Proc. VLDB Endow. 5(12): 1998-2001 (2012) - [j1]Michael Armbrust, Yingyi Bu, Aaron J. Elmore, Rik Farrow, Eugenia Gabrielova, Hatem Mahmoud, Andy Pavlo, Stephen Revilak, Pinar Tözün:
14th International Workshop on High Performance Transaction Systems (HPTS). login Usenix Mag. 37(1) (2012) - [i1]Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi:
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. CoRR abs/1208.0270 (2012) - 2011
- [c2]Divyakant Agrawal, Amr El Abbadi, Sudipto Das, Aaron J. Elmore:
Database Scalability, Elasticity, and Autonomy in the Cloud - (Extended Abstract). DASFAA (1) 2011: 2-15 - [c1]Aaron J. Elmore, Sudipto Das, Divyakant Agrawal, Amr El Abbadi:
Zephyr: live migration in shared nothing databases for elastic cloud platforms. SIGMOD Conference 2011: 301-312
Coauthor Index
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